新能源多维度运行监测数据集

本数据集聚焦风电、光伏、储能及新能源汽车充换电等新能源领域的运行监测与评估，覆盖发电功率、利用小时数、弃风弃光率、储能效率、碳减排量等核心指标。数据原料来源于公开的能源统计年鉴、电网运行公示、气象开放平台及项目信息披露。适用于新能源资源评估、功率预测、消纳分析、储能优化、碳减排核算及能源领域AI模型训练等场景。

This dataset focuses on operation monitoring and evaluation within the new energy sector, covering scenarios including wind power, photovoltaic (PV) power generation, energy storage, and new energy vehicle battery swapping and charging. It includes core indicators such as power generation output, utilization hours, wind and solar curtailment rate, energy storage efficiency, and carbon emission reduction volume. The dataset's data sources are derived from public energy statistical yearbooks, grid operation announcements, meteorological open platforms, and project information disclosures. It is applicable to scenarios such as new energy resource assessment, power forecasting, consumption analysis, energy storage optimization, carbon emission reduction accounting, and AI model training in the energy field.

搜集汇总

背景与挑战

背景概述

该数据集聚焦风电、光伏、储能及新能源汽车充换电等新能源领域，涵盖发电功率、利用小时数、弃风弃光率等核心运行指标。数据来源于公开的能源统计年鉴、电网运行公示及气象平台，适用于资源评估、功率预测、消纳分析和AI模型训练等多种应用场景。